New approach to optimality conditions for degenerate nonlinear programming problems


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Abstract

In the work, a new approach to constructing optimality conditions for degenerate smooth optimization problems with inequality constraints is proposed. The approach is based on the theory of p-regularity. A special case of degeneracy, when the first derivatives of some function-constraints are equal to zero up to some order, is considered. Optimality conditions for the general case of degeneracy with p = 2 are presented. Proposed constructions and optimality conditions are illustrated by an example. A general case of degeneracy is considered and optimality conditions for the case of p ≥ 2 are proposed.

About the authors

O. A. Brezhneva

Department of Mathematics

Author for correspondence.
Email: brezhnoa@miamioh.edu
United States, Oxford

A. A. Tret’yakov

Dorodnicyn Computing Center, Federal Research Center “Computer Science and Control”; System Research Institute; University of Podlasie

Email: brezhnoa@miamioh.edu
Russian Federation, ul. Vavilova 40, Moscow, 119333; Warsaw; Siedlce


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